2 papers
eess.IV2021
Online unsupervised Learning for domain shift in COVID-19 CT scan datasets
Nicolas Ewen, Naimul Khan
Neural networks often require large amounts of expert annotated data to train. When changes are made in the process of medical imaging, trained networks may not perform as well, an…
eess.IV2020
Targeted Self Supervision for Classification on a Small COVID-19 CT Scan Dataset
Nicolas Ewen, Naimul Khan
Traditionally, convolutional neural networks need large amounts of data labelled by humans to train. Self supervision has been proposed as a method of dealing with small amounts of…